Add codebase-memory-mcp to MCP Servers

[DeusData]

Adds codebase-memory-mcp to the MCP Servers section.

codebase-memory-mcp is an MCP server that indexes codebases into a persistent knowledge graph using tree-sitter. 35 languages, 12 MCP tools, 120x fewer tokens than file-by-file exploration. Single Go binary with call graph tracing, dead code detection, cross-service HTTP linking, Cypher queries, and auto-sync. MIT licensed.

[qodo-code-review]

Review Summary by Qodo

Add codebase-memory-mcp to MCP Servers documentation

✨ Enhancement 📝 Documentation

Walkthroughs

Description

• Adds codebase-memory-mcp to MCP Servers list
• Indexes codebases into persistent knowledge graph
• Supports 35 languages with sub-ms queries
• Includes 12 MCP tools and advanced features

Diagram

flowchart LR
  README["README.md"] -- "adds codebase-memory-mcp entry" --> MCP["MCP Servers section"]
  MCP -- "documents features" --> Features["35 languages, knowledge graph, 12 tools"]

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File Changes

1. README.md 📝 Documentation +1/-0

Add codebase-memory-mcp server documentation entry

• Adds new entry for codebase-memory-mcp to MCP Servers section
• Includes link to GitHub repository
• Documents key features: 35 language support, knowledge graph indexing, 120x token reduction
• Lists capabilities: tree-sitter AST parsing, call graph tracing, dead code detection, Cypher
 queries, auto-sync, CLI mode

README.md

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[qodo-code-review]

Code Review by Qodo

🐞 Bugs (2) 📘 Rule violations (0) 📎 Requirement gaps (0)

1. MCP list not sorted 🐞 Bug ✓ Correctness

Description

The MCP Servers list appears to follow alphabetical ordering (Atlassian, GitHub, Google, Notion,
Supabase), but the newly added entry is inserted above “Atlassian,” breaking that convention and
reducing scanability/consistency.

Code

README.md[23]

+- [codebase-memory-mcp](https://github.com/DeusData/codebase-memory-mcp) - MCP server that indexes codebases into a persistent knowledge graph. 35 languages, sub-ms queries, 120x fewer tokens than file-by-file exploration. Single Go binary with tree-sitter AST parsing, call graph tracing, cross-service HTTP linking, dead code detection, Cypher queries, auto-sync, and CLI mode. 12 MCP tools.

Evidence

In the README’s MCP Servers section, the existing entries after the new one are alphabetically
ordered, indicating a convention. The inserted item should be placed according to that ordering
rather than at the top.

README.md[22-28]

Agent prompt

The issue below was found during a code review. Follow the provided context and guidance below and implement a solution

### Issue description
The `## MCP Servers` bullets appear to be in alphabetical order, but `codebase-memory-mcp` was inserted at the top, breaking the section’s ordering convention.

### Issue Context
This is a documentation consistency/readability issue in `README.md`.

### Fix Focus Areas
- README.md[22-28]

ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools

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2. Description too long 🐞 Bug ✓ Correctness

Description

The added MCP server description is much longer than the repo’s contribution guidance (“Keep
descriptions short and simple”), which can hurt readability and consistency across entries.

Code

README.md[23]

+- [codebase-memory-mcp](https://github.com/DeusData/codebase-memory-mcp) - MCP server that indexes codebases into a persistent knowledge graph. 35 languages, sub-ms queries, 120x fewer tokens than file-by-file exploration. Single Go binary with tree-sitter AST parsing, call graph tracing, cross-service HTTP linking, dead code detection, Cypher queries, auto-sync, and CLI mode. 12 MCP tools.

Evidence

The contribution guidelines explicitly request short, simple descriptions. The new entry’s
description is significantly longer and denser than neighboring MCP Server entries.

contributing.md[7-10]
README.md[22-26]

Agent prompt

The issue below was found during a code review. Follow the provided context and guidance below and implement a solution

### Issue description
The `codebase-memory-mcp` list item description is very long compared to the repo’s guideline to keep descriptions short and simple.

### Issue Context
This is a README list formatting/style issue (not a functional code issue), but it impacts consistency and readability.

### Fix Focus Areas
- README.md[22-26]
- contributing.md[7-10]

ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools

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